TY - GEN
T1 - 3D face recognition based on facial shape indexes with dynamic programming
AU - Song, Hwanjong
AU - Yang, Ukil
AU - Lee, Sangyoun
AU - Sohn, Kwanghoon
PY - 2006
Y1 - 2006
N2 - This paper describes a 3D face recognition method using facial shape indexes. Given an unknown range image, we extract invariant facial features based on the facial geometry, We estimate the 3D head pose using the proposed error compensated SVD method. For face recognition method, we define and extract facial shape indexes based on facial curvature characteristics and perform dynamic programming, Experimental results show that the proposed method is capable of determining the angle of faces accurately over a wide range of poses, In addition, 96.8% face recognition rate has been achieved based on the proposed method with 300 individuals with seven different poses.
AB - This paper describes a 3D face recognition method using facial shape indexes. Given an unknown range image, we extract invariant facial features based on the facial geometry, We estimate the 3D head pose using the proposed error compensated SVD method. For face recognition method, we define and extract facial shape indexes based on facial curvature characteristics and perform dynamic programming, Experimental results show that the proposed method is capable of determining the angle of faces accurately over a wide range of poses, In addition, 96.8% face recognition rate has been achieved based on the proposed method with 300 individuals with seven different poses.
UR - http://www.scopus.com/inward/record.url?scp=33744963192&partnerID=8YFLogxK
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M3 - Conference contribution
AN - SCOPUS:33744963192
SN - 3540311114
SN - 9783540311119
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 99
EP - 105
BT - Advances in Biometrics - International Conference, ICB 2006, Proceedings
T2 - International Conference on Biometrics, ICB 2006
Y2 - 5 January 2006 through 7 January 2006
ER -